Equality of Opportunity in Classification: A Causal Approach.
Junzhe ZhangElias BareinboimPublished in: NeurIPS (2018)
Keyphrases
- classification accuracy
- feature vectors
- automatic classification
- machine learning
- supervised classification
- object classification
- pattern classification
- supervised learning
- feature space
- neural network
- classification process
- classification systems
- benchmark datasets
- preprocessing
- training set
- model selection
- unsupervised learning
- training samples
- support vector machine svm
- data mining
- classification scheme
- support vector
- data sets
- hidden markov models
- eeg signals
- learning algorithm
- feature selection
- feature extraction
- document classification
- cost sensitive
- benchmark data sets
- decision rules
- cross validation
- class labels
- pattern recognition
- text classification
- support vector machine